Forecast
Forward projections from the prediction engine — baseline plus an optimistic/pessimistic band and a confidence interval, per macro indicator. These are PROJECTIONS, not observations: generated from observed history, never a guarantee. A country we hold no projections for is shown honestly.
Forecast
Need it as JSON? GET /api/v1/forecast/country/{iso3}.
Bolivia: forward projections across 12 macro indicators, horizons 2025, 2027, 2029, 2031, 2034, 2036. These are projections, not observations — each carries an optimistic/pessimistic band and a confidence interval, anchored against the latest observed value where one is held.
Latest observed1.2
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.16 | 6.24 | -3.91 | 0.11 – 2.22 |
| 2029 | 1.09 | 9.88 | -7.7 | -0.75 – 2.94 |
| 2031 | 1.02 | 12.37 | -10.32 | -1.38 – 3.42 |
| 2036 | 0.84 | 16.89 | -15.2 | -2.59 – 4.28 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed21.44(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 22.07 | 30.12 | 15.09 | 20.57 – 23.57 |
| 2027 | 23.34 | 37.29 | 11.25 | 20.23 – 26.46 |
| 2029 | 24.62 | 42.62 | 9.01 | 20.07 – 29.16 |
| 2034 | 27.8 | 53.26 | 5.72 | 19.71 – 35.88 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed54.9bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 86.6bn | 100.6bn | 74.5bn | 83.5bn – 89.6bn |
| 2029 | 101.3bn | 125.5bn | 80.3bn | 93.5bn – 109bn |
| 2031 | 116bn | 147.3bn | 88.9bn | 102.8bn – 129.2bn |
| 2036 | 152.8bn | 197.1bn | 114.5bn | 121.1bn – 184.5bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed-1.12(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -4.61 | -0.1 | -8.52 | -5.44 – -3.78 |
| 2029 | -7.81 | 0.01 | -10 | -9.49 – -6.13 |
| 2031 | -10 | 0.09 | -10 | -10 – -7.52 |
| 2036 | -10 | 4.28 | -10 | -10 – -6.02 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed4.4k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.7k | 7.8k | 5.8k | 6.5k – 7k |
| 2029 | 7.8k | 9.7k | 6.1k | 7.2k – 8.4k |
| 2031 | 8.8k | 11.3k | 6.6k | 7.8k – 9.8k |
| 2036 | 11.4k | 14.9k | 8.3k | 9k – 13.8k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed102.7(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 108.98 | 121.02 | 95.08 | 105.38 – 112.57 |
| 2029 | 121.53 | 142.39 | 97.46 | 112.49 – 130.58 |
| 2031 | 134.09 | 161.02 | 103.02 | 118.86 – 149.31 |
| 2036 | 165.48 | 203.56 | 121.53 | 131.15 – 199.8 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed25.54(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 25.72 | 32.34 | 19.1 | 24.3 – 27.15 |
| 2027 | 26.08 | 37.55 | 14.61 | 23.07 – 29.09 |
| 2029 | 26.44 | 41.25 | 11.63 | 22.06 – 30.82 |
| 2034 | 27.33 | 48.28 | 6.39 | 19.76 – 34.91 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed5.1(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 19.81 | 30.44 | 8.41 | 17.13 – 22.48 |
| 2029 | 21.49 | 39.9 | 1.75 | 16.37 – 26.6 |
| 2031 | 23.17 | 46.94 | -2.31 | 16.04 – 30.29 |
| 2036 | 27.37 | 50 | -5 | 15.53 – 39.2 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed16.61(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.26 | 21.75 | 11.51 | 15.22 – 17.31 |
| 2027 | 15.23 | 24.73 | 7 | 13.14 – 17.32 |
| 2029 | 14.2 | 26.46 | 3.57 | 11.31 – 17.08 |
| 2034 | 11.61 | 28.95 | 0 | 7.28 – 15.95 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed12.4m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 12.7m | 13.3m | 12.1m | 12.3m – 13.1m |
| 2029 | 12.9m | 13.5m | 12.3m | 11.9m – 13.8m |
| 2031 | 13.1m | 13.7m | 12.5m | 11.6m – 14.6m |
| 2036 | 13.5m | 14.2m | 12.9m | 10.7m – 16.3m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed-2.65(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -2.47 | 4.78 | -7.91 | -3.41 – -1.52 |
| 2027 | -2.07 | 10.49 | -10 | -3.74 – -0.4 |
| 2029 | -1.68 | 14.54 | -10 | -3.84 – 0.49 |
| 2034 | -0.69 | 15 | -10 | -3.71 – 2.34 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.97(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.37 | 6.35 | 2.4 | 4 – 4.75 |
| 2029 | 4.12 | 7.54 | 0.7 | 3.4 – 4.84 |
| 2031 | 3.86 | 8.28 | 0 | 2.88 – 4.85 |
| 2036 | 3.23 | 9.48 | 0 | 1.76 – 4.7 |
Method: linear_trend; lookback 6y; horizon 1y; confidence 80%
Generated by the prediction engine (model prediction-engine-v1) on 2026-06-22 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/forecast/country/BOL · Country page → · Full brief → · API docs
